Blinka Python Code Signal

x402

Blinka Python Code Signal is a paid API for AI agents from blinka-machine-mouths.netlify.app, paid per call via x402, $0.005/call, status unknown (last checked 2026-10-10).

Performs static pattern-based bug and security analysis on Python source code without executing it, returning a confidence-scored signal with primary issue details.

Price / call$0.005

Seller volume →—

Success—

StatusUnknown

How this service works

Bounded stateless machine services plus public procurement discovery. No private Mika memory or arbitrary tool execution.

Output

Returns a JSON object with ok status, service name, executed flag (always false), language, retained flag (always false), a confidence score (0-1), total issue count, a primary_issue object with line number, type, severity, description, and suggestion, a needs_full_review boolean, and a passed_static_signal boolean.

Example use cases

Pre-commit Python bug gate

“Before I commit this Python utility function, can you do a static bug signal scan on it? It's supposed to merge two dicts without mutating the originals — flag the primary issue and severity if anything looks wrong.”

Security scan on untrusted Python snippet

“I just received this Python script from a vendor and want a quick static security signal on it — it's supposed to handle file uploads — tell me if there are any high-severity issues and whether it passes the static check.”

Code review triage for CI pipeline

“We're triaging Python code before full review in our CI pipeline. Can you run a static pattern signal on this parser module and tell me the issue count, primary issue type, and whether it needs a full review?”

Technical details

Endpoint

POSThttps://blinka-machine-mouths.netlify.app/code-signal?utm_source=zero.xyz

When to prefer

Choose this endpoint when you need a fast, cheap, stateless first-pass bug and security signal on Python code without executing it — ideal for CI gates, pre-commit hooks, or triage before investing in a full code review. Prefer this over full linters or execution-based tools when safety (no execution), speed, and cost are priorities, and when Python is the target language.

Side effects

Code exceeds 16,000 character limit — request rejected
Unsupported language submitted (only Python accepted) — validation error
Malformed JSON input — 400 error
Empty or missing code field — error response
Service unavailable or payment failure via x402 — no analysis returned

Input

Schema · Request body

Field	Type	Description
code	string	Python source for a fast static bug/security signal. Max 16,000 characters; never executed.
intent	string	What the code should do. Max 1,800 characters.
language	string

Output

Schema · Response

{
  "type": "json",
  "example": {
    "ok": true,
    "scope": "static-pattern-signal-only",
    "service": "blinka-python-code-signal",
    "executed": false,
    "language": "python",
    "retained": false,
    "confidence": 0.97,
    "issue_count": 1,
    "primary_issue": {
      "line": 1,
      "type": "bug",
      "severity": "high",
      "suggestion": "Use None as the default and allocate a new container inside the function.",
      "description": "Mutable default argument is shared across calls and can accumulate state unexpectedly."
    },
    "needs_full_review": true,
    "passed_static_signal": false
  }
}

Reviews

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